Fold 1 - Understanding why coefficient -50095 was selected
Tag: GIFT BASKET
Selected Coefficient: -50095
Taxonomy Path: -9.2.8
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 1
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -50095 | 0.000000 | -9.2.8 | -8.2.9 (-(8*79^2 + 2*79 + 9)) | Yes |
These are the training products that have the "GIFT BASKET" tag (processing sequence 3272). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 6386 | A&A ITALIAN APPETIZER GIFT BASKET | -50095 | WEDDING_FAVOR, CORPORATE GIFTS | 0 | none | ||
| 6391 | A&A GOURMET SEASONING FAVORS | -50095 | SPICES, CORPORATE GIFTS | 0 | none |